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Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems


Jul 22, 2019
Mark D. McDonnell, Hesham Mostafa, Runchun Wang, Andre van Schaik

* 8 pages, published IEEE conference paper 

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Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain


May 23, 2018
Chetan Singh Thakur, Jamal Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings


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An FPGA-based Massively Parallel Neuromorphic Cortex Simulator


Mar 08, 2018
Runchun Wang, Chetan Singh Thakur, Andre van Schaik

* 18 pages 

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An Online Learning Algorithm for Neuromorphic Hardware Implementation


Jul 30, 2017
Chetan Singh Thakur, Runchun Wang, Saeed Afshar, Gregory Cohen, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik

* 8 pages 

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A Stochastic Approach to STDP


Mar 13, 2016
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

* IEEE-International Symposium on Circuits and Systems (ISCAS)-2016 

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A Reconfigurable Mixed-signal Implementation of a Neuromorphic ADC


Sep 03, 2015
Ying Xu, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Runchun Wang, Andre van Schaik

* BioCAS-2015 

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A compact aVLSI conductance-based silicon neuron


Sep 03, 2015
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik

* BioCAS-2015 

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A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition


Jul 21, 2015
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik


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A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch


Jul 10, 2015
Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik

* Submitted to TCAS-I 

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